InfluxDB vs MongoDB comparison

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InfluxDB

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Executive SummaryUpdated on Jan 12, 2025

MongoDB and InfluxDB compete in the database category, specifically catering to different needs. MongoDB seems to have the upper hand in flexibility and scalability, while InfluxDB excels in time-series data management.

Features: MongoDB's scalability and flexibility with data models make it highly adaptable for applications like semistructured healthcare data. Its user-friendly JSON format and open-source nature add to its versatility. InfluxDB, on the other hand, is optimized for time-series data management, offering fast querying capabilities and seamless integration with visualization tools like Grafana.

Room for Improvement: MongoDB could improve its security features and integration with BI tools while reducing costs for large deployments. It faces challenges with complex joins and indexing stability. InfluxDB needs better high-availability options, enhanced backup solutions, improved UI and documentation, and increased adaptability for high-cardinality data.

Ease of Deployment and Customer Service: MongoDB offers versatile deployment options including on-premises, cloud, and hybrid models, with a strong community for support. However, professional support is limited to paid editions. InfluxDB also provides flexible deployment types and relies on community assistance. Both databases require enterprise subscriptions for enhanced support.

Pricing and ROI: MongoDB provides a free community version, but enterprise options can be expensive. Despite this, many users find it cost-effective compared to traditional solutions, reporting significant ROI due to performance benefits. InfluxDB is open-source with costs that rise when scaling. Its ROI is evident in specialized time-series data applications, focusing on efficient data management.

To learn more, read our detailed InfluxDB vs. MongoDB Report (Updated: February 2025).

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InfluxDB vs. MongoDB

February 2025

Helped 842,296 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

InfluxDB

Ranking in Open Source Databases

11th

Ranking in NoSQL Databases

5th

Average Rating

7.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Non-Relational Databases (4th), Network Monitoring Software (55th), IT Infrastructure Monitoring (46th)

MongoDB

Ranking in Open Source Databases

5th

Ranking in NoSQL Databases

1st

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Managed NoSQL Databases (9th)

Mindshare comparison

As of March 2025, in the NoSQL Databases category, the mindshare of InfluxDB is 10.7%, down from 12.5% compared to the previous year. The mindshare of MongoDB is 19.8%, down from 26.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases

Featured Reviews

PedroCampos

Senior DevOps at Light And Wonder

A powerful, lightweight time series database with a simple query language and easy setup

Influx has TICK Stack, which contains multiple services and multiple products that work together. InfluxDB is just a time series database, and it works really well. I haven't yet had the time to look into the new stack based on Influx 2.0, but currently, as a time series database, InfluxDB is working the way it is supposed to work. In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version. I would also like to have high availability features, such as replication, active-active, etc. If they can put an extra plugin or service on top of it, it would be something interesting. I am not sure if they have high availability to make it data center-aware for clustering. For example, I am not sure whether you can have it at different locations with big clusters that are location-aware. Even in their documentation or presentation, they talk too little about high availability and extended clusters with different locations. They might already have it in the newer versions. We have Influx 1.8 in our production in the stage and internal workloads environments. The other products in their ecosystem, such as Chronograf, can be improved. Chronograf is a dashboarding or visualization layer product, and that, for sure, can be improved.

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Uzair Faruqi

Head Of Analytics at Mjunction Services

Transforms data flow with adaptable schema and smooth public cloud deployment

One of our business units uses MongoDB, and we developed an ETL pipeline that extracts data from MongoDB and transfers it into our data warehouse MongoDB is a NoSQL database that is similar to a document database. It offers flexibility in schema adaptation, allowing us to change the schema and…

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The platform operates very quickly. It is easy to configure, connect, and query and integrates seamlessly with Grafana."

"The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to understand the information at hand."

"The solution is very powerful."

"In our case, it started with a necessity to fill the gap that we had in monitoring. We had very reactive monitoring without trend analysis and without some advanced features. We were able to implement them by using a time series database. We are able to have all the data from applications, logs, and systems, and we can use a simple query language to correlate all the data and make things happen, especially with monitoring. We could more proactively monitor our systems and our players' trends."

"The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."

"InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations."

"The most valuable features are aggregating the data and integration with Graphana for monitoring."

"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."

More InfluxDB pros

"It's super easy to develop a couple of solutions for clients with MongoDB, like a quick web page with no clear data structure that they need to spin up quickly to validate some sort of MDTP."

"MongoDB has many good replication features and good performance."

"The Dynamic Application is a valuable feature."

"We can define security rules at the database level or the cluster level to grant or deny access to particular users."

"The reports are useful for controlling the load of our whole architecture."

"We decided to work with MongoDB as its interface is easier to understand and more universal."

"The most valuable feature of MongoDB is the predefined functions available when using Node.js. These functions simplify the query process, making it user-friendly and straightforward."

"We find the query and speed very valuable."

More MongoDB pros

Cons

"InfluxDB can improve by including new metrics on other technologies. They had some changes recently to pool data from endpoints but the functionality is not good enough in the industry."

"InfluxDB cannot be used for high-cardinality data. It's also difficult and time-consuming to write queries, and there are some issues with bulk API."

"The solution doesn't have much of a user interface."

"I've tried both on-premises and cloud-based deployments, and each has its limitations."

"The solution's UI can be more user-friendly."

"The error logging capability can be improved because the logs are not very informative."

"InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times."

"In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version."

"The performance can be improved."

"At the start, connecting to the database via Compass or through a direct ID was a challenge."

"I rate the support from MongoDB a four out of five."

"It could be more stable. It would be better if it were more user-friendly like Oracle, which is very easy. For example, creating an index is simple in Oracle. In MongoDB, it's quite challenging to do that. Performance could be better. It's fast and good, but you cannot put every application that you would like to in MongoDB."

"The stability could be improved."

"The solution can be a bit tough to set up if you don't have knowledge about how the database works."

"There should be better integration with other databases."

"The improvements could be made to intelligence to detect disk storage and prevent MongoDB from crashing."

More MongoDB cons

Pricing and Cost Advice

"The tool is an open-source product."

"We are using the open-source version of InfluxDB."

"InfluxDB is open-source, but there are additional costs for scaling."

"InfluxDB recently increased its price. It is very expensive now."

"The product is affordable."

"It is rather expensive."

"It's open-source."

"MongoDB is not expensive."

"The pricing is normal. Price-wise, the product is not too much expensive."

"There is an annual subscription for the use of this solution."

"MongoDB is an open-source solution."

"MongoDB's pricing is not reasonable, but it is not as expensive as the others."

More MongoDB pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

12%

Manufacturing Company

Educational Organization

Financial Services Firm

18%

Computer Software Company

15%

University

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about InfluxDB?

InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...

What needs improvement with InfluxDB?

InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data coll...

What is your primary use case for InfluxDB?

I use the solution to store and manage data from various sensors in a production environment. I have developed a system where data from these sensors is communicated through an OPC UA receiver and ...

What do you like most about MongoDB?

MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.

What is your experience regarding pricing and costs for MongoDB?

MongoDB is free of charge. that said, there is also a paid version. We use both free and paid versions.

What needs improvement with MongoDB?

If something is wrong on the cluster, then you need to contact the support team. The stability could be better.

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Comparisons

ClickHouse vs InfluxDB

Compared 17% of the time

ScyllaDB vs InfluxDB

Compared 7% of the time

Cassandra vs InfluxDB

Compared 6% of the time

Netdata vs InfluxDB

Compared 4% of the time

PostgreSQL vs InfluxDB

Compared 3% of the time

Couchbase vs MongoDB

Compared 13% of the time

Cassandra vs MongoDB

Compared 8% of the time

Milvus vs MongoDB

Compared 7% of the time

Faiss vs MongoDB

Compared 5% of the time

Qdrant vs MongoDB

Compared 5% of the time

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Product Reports

Download InfluxDB product report

InfluxDB

March 2025

Download MongoDB product report

March 2025

Overview

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

MongoDB is a flexible and scalable NoSQL database solution that efficiently handles both structured and unstructured data. It is known for its ease of use, JSON capabilities, and efficient data handling, making it ideal for developer-friendly environments.

MongoDB stands out with features like sharding, geospatial indexing, and its open-source nature. Users find it fast and appreciate its seamless integration into different applications. Despite being powerful, it remains straightforward to set up and use, bolstered by a clustering and aggregation framework that enhances its functionality. While generally appreciated for its cost-effectiveness and broad application compatibility, there is room for improvement in security, enterprise integration, and the creation of more robust training and documentation resources. Enhancing performance and adding support for traditional relational database concepts could also prove beneficial.

What are MongoDB's most important features?

Scalability: Efficiently manages growing data volumes.
Flexibility: Supports structured and unstructured data with ease.
Sharding: Distributes data across multiple servers.
Geospatial Indexing: Enables location-based data handling.
Open-source: Wide community support and customization.

What benefits or ROI should users look for?

Cost-effectiveness: Reduces overall database management expenses.
Ease of Use: Simplifies database setup and maintenance.
Developer-friendly: Accelerates application development with supportive tools.
Scalable Solutions: Adapts to evolving business requirements.

MongoDB finds widespread application across industries like healthcare, logistics, and telecommunications. It efficiently powers IoT platforms, data analytics, and document management systems. Its schema flexibility and JSON storage capabilities make it ideal for real-time processing and multi-server databases, essential for handling large-scale data volumes in modern applications.

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Facebook, MetLife, City of Chicago, Expedia, eBay, Google